My Chemical Romance's "The Black Parade" earns the title of the year's Best Album, whereas Justin Timberlake gets the Song Of The Year prize, thanks to his single "My Love". Gnarls Barkley, additionally, wins double, which is the New Artist Of The Year award and the Greatest Song Of 2006 for their hit song "Crazy".